Run
8111782

Run 8111782

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees687
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size16
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.976684060366824
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9903
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9246
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8296
Cross-validation details (10-fold Crossvalidation)
KB relative information score
284.1977
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2663
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9324
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9268
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.9268
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5908
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3069
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6465
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1876.2965
UserCPU time millis
2.034
UserCPU time millis testing
0.254
UserCPU time millis training
1.78